“Data”

Unity — ScriptableObject Data-Driven Ability System

Designer-friendly ability framework: data assets, targeting, cost/cooldown, prediction-friendly for future multiplayer.

Verbs list with frame data table: move | startup/active/recovery frames at

Privacy/process: data retention, opt-out/child accounts, platform policy

NPC Dialogue + Quest Runtime (Data-Driven)

Runtime for branching dialogue with flags, conditions, and localization, consistent with narrative design docs.

Natural-Language Game Data Dashboard Agent

打造游戏数据看板Agent，团队用自然语言提问即可查询DAU、留存、收入等指标，自动归因、生成图表与运营报告。

Prevent N+1 with DataLoader per request; batch and cache; show the batching

Then produce a short technical plan: data model, API contract (method, path,

Draw an ASCII diagram of components and data flow; mark module boundaries and

Rank gaps by risk: money/auth/data-loss/permissions > complex branching >

RAG Knowledge Base and Vector Database Poisoning Defense

防护RAG知识库、连接器与向量数据库中的投毒与间接注入，建立文档准入、完整性与检索侧监控；适用于企业知识问答与智能体检索系统。

Deck outline for publisher/platform: slide list with the data each needs

Technical design: architecture sketch (ASCII), data model changes, API

Bounded-context definition: domain language, owned data (exact tables/columns),

导出与集成：导出常见格式（COCO、YOLO、JSONL、HuggingFace datasets），

SQL Injection / NoSQL Injection Defense Coder

Hardens data-access code and verifies every dynamic query path is parameterized.

Frontend Performance / Core Web Vitals Specialist

Field-data-driven web performance: LCP/INP/CLS diagnosis with framework-specific fixes.

File Export / Import & CSV Processing

Robust bulk data in/out: streaming, validation, error reports, huge files, encoding issues, and idempotent upserts.

Model Monitoring / Drift Detection Designer

Production ML monitoring: data/concept drift, staleness, fairness over time, and retraining triggers — with alert thresholds tied to impact.

可观测性工具对比分析：性能、功能与成本全景评估

深入对比Datadog、New Relic、Grafana等主流可观测性工具，全面评估其在指标采集、分布式追踪、日志管理、告警功能及成本效益方面的表现，助您为…

AI Startup "Signal Through Noise" Anthem

Abstract metaphor ad for B2B AI/data companies — avoids fake UI claims.